Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-03 1.418934 1.769577 2.239231 2.942211 4.023909 5.740806 8.978346
2025-08-10 0.991699 1.361076 1.940848 3.013304 5.246815 10.832335 34.892361
2025-08-17 0.797434 1.163322 1.802035 3.186145 6.946644 22.862378 574.786712
2025-08-24 0.662086 1.003367 1.641487 3.186061 8.377025 47.350155 NaN
2025-08-31 0.559458 0.868405 1.472199 3.047796 9.265512 94.489197 NaN
2025-09-07 0.505734 0.807331 1.428720 3.210397 12.008389 523.634721 NaN
2025-09-14 0.455272 0.740902 1.351540 3.227626 14.369533 76089.807285 NaN
2025-09-21 0.409090 0.674187 1.254989 3.125983 15.890491 NaN NaN
2025-09-28 0.373819 0.623598 1.184068 3.077345 18.095420 NaN NaN
2025-10-05 0.360384 0.615327 1.214545 3.442703 28.538603 NaN NaN
2025-10-12 0.342174 0.593839 1.205255 3.648245 41.404423 NaN NaN
2025-10-19 0.319766 0.560004 1.154618 3.631801 51.005310 NaN NaN
2025-10-26 0.295444 0.519744 1.080100 3.464721 54.823555 NaN NaN
2025-11-02 0.280566 0.499038 1.057489 3.564634 79.319096 NaN NaN
2025-11-09 0.269843 0.486365 1.055477 3.788537 145.337146 NaN NaN
2025-11-16 0.255696 0.464071 1.019895 3.788799 212.283397 NaN NaN
2025-11-23 0.239799 0.436110 0.962042 3.611039 230.395753 NaN NaN
2025-11-30 0.232164 0.426895 0.961059 3.820283 618.341750 NaN NaN
2025-12-07 0.222153 0.410950 0.935625 3.842534 1405.553710 NaN NaN
2025-12-14 0.210798 0.390770 0.893220 3.711497 2011.774429 NaN NaN
2025-12-21 0.201388 0.374589 0.861706 3.648978 4650.045912 NaN NaN
2025-12-28 0.199531 0.376717 0.891676 4.121503 NaN NaN NaN
2026-01-04 0.194905 0.371469 0.895513 4.390214 NaN NaN NaN